What to expect from AI/ML Trends?

AI/ML moves fast — new models, techniques, and breakthroughs weekly. This category tracks what's actually working in 2026, not just research papers.

What's Hot Right Now

• LLMs in production: Fine-tuning Llama 3, Mistral, beyond ChatGPT hype
• Agentic AI: Tools that complete multi-step workflows autonomously
• Edge ML: Running models on phones/VPS (like this blog's infrastructure)
• Evaluation: RAG, benchmarks, real-world failure modes

Practical Focus

No math notation, no 500-page theory. You'll get:

• Model deployment (Docker + FastAPI)
• Cost/performance tradeoffs ($0.01 vs $0.10 per inference)
• Integration patterns (LangChain, Haystack, custom)
• Failure analysis (your LLM hallucinates → here's the fix)

Coming Soon

• Llama 3 Fine-Tuning on $10 VPS"
• "RAG That Actually Works"
• "Production Monitoring for LLMs"
• "Edge AI: Phone + Model = Magic"